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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Fluffy Hat | 5 | 41.67% | 100.0 | 80.00% | +80.00% | +20.00% | -80.00% | -4.16% | 31:22 | 14:37 | 14:37 | 29:40 | 38:40 | 46:24 | 24:03 | 17:48 |
 | Force Staff | 5 | 41.67% | 96.2 | 80.00% | +80.00% | +20.00% | -80.00% | -15.00% | 36:45 | 32:00 | 32:00 | 34:12 | 38:40 | 46:24 | 06:40 | 04:56 |
 | Magic Wand | 10 | 83.33% | 92.3 | 40.00% | +40.00% | -40.00% | +60.00% | 28.71% | 12:26 | 07:51 | 11:19 | 11:57 | 14:48 | 15:12 | 03:29 | 02:34 |
 | Tranquil Boots | 6 | 50.00% | 88.5 | 50.00% | +33.33% | 0.00% | +50.00% | 14.63% | 10:27 | 07:09 | 08:48 | 08:58 | 12:13 | 13:31 | 03:25 | 02:31 |
 | Drum of Endurance | 3 | 25.00% | 84.6 | 66.67% | +44.45% | +33.33% | 0.00% | 0.00% | 25:14 | 18:47 | 18:47 | 19:37 | 37:17 | 37:17 | 18:30 | 13:42 |
 | Magic Stick | 11 | 91.67% | 80.8 | 36.36% | +36.36% | -36.36% | +63.64% | 17.34% | 03:08 | -01:29 | -01:29 | 01:51 | 07:15 | 12:43 | 08:44 | 06:28 |
 | Boots of Speed | 12 | 100.00% | 76.9 | 33.33% | +33.33% | +33.34% | 0.00% | -7.17% | 07:47 | 04:29 | 05:30 | 06:46 | 10:09 | 11:47 | 04:39 | 03:26 |
 | Wind Lace | 12 | 100.00% | 73.1 | 33.33% | +33.33% | +33.34% | 0.00% | -6.97% | 04:05 | -01:29 | -01:29 | -01:29 | 06:16 | 17:45 | 07:45 | 05:44 |
 | Boots of Bearing | 1 | 8.33% | 69.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 41:13 | 00:00 | 00:00 |
 | Crown | 1 | 8.33% | 65.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 25:25 | 00:00 | 00:00 |
 | Veil of Discord | 1 | 8.33% | 61.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 25:49 | 00:00 | 00:00 |
 | Ghost Scepter | 1 | 8.33% | 57.7 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 24:30 | 00:00 | 00:00 |
 | Ring of Basilius | 6 | 50.00% | 53.8 | 33.33% | 0.00% | +16.67% | -33.33% | -4.59% | 16:47 | 02:47 | 11:33 | 12:21 | 22:27 | 38:02 | 10:54 | 08:04 |
 | Wraith Pact | 2 | 16.67% | 50.0 | 50.00% | +20.00% | +50.00% | 0.00% | 0.00% | 34:12 | 31:03 | 31:03 | 37:21 | 37:21 | 37:21 | 06:18 | 04:40 |
 | Buckler | 3 | 25.00% | 46.2 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 23:36 | 16:16 | 16:16 | 16:29 | 38:02 | 38:02 | 21:46 | 16:07 |
 | Ring of Protection | 3 | 25.00% | 42.3 | 33.33% | 0.00% | -33.33% | 0.00% | 0.00% | 22:25 | 13:38 | 13:38 | 15:34 | 38:02 | 38:02 | 24:24 | 18:04 |
 | Vladmir's Offering | 3 | 25.00% | 38.5 | 33.33% | 0.00% | +66.67% | 0.00% | 0.00% | 29:35 | 24:15 | 24:15 | 26:28 | 38:02 | 38:02 | 13:47 | 10:12 |
 | Morbid Mask | 4 | 33.33% | 34.6 | 25.00% | -12.50% | +75.00% | -25.00% | -6.32% | 30:07 | 20:42 | 20:42 | 25:13 | 36:32 | 38:02 | 15:50 | 11:43 |
 | Glimmer Cape | 2 | 16.67% | 30.8 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 27:14 | 25:57 | 25:57 | 28:30 | 28:30 | 28:30 | 02:33 | 01:53 |
 | Chainmail | 2 | 16.67% | 26.9 | 0.00% | -40.00% | 0.00% | 0.00% | 0.00% | 12:46 | 09:57 | 09:57 | 15:34 | 15:34 | 15:34 | 05:37 | 04:09 |
 | Arcane Boots | 1 | 8.33% | 23.1 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 21:27 | 00:00 | 00:00 |
 | Mask of Madness | 1 | 8.33% | 19.2 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 36:32 | 00:00 | 00:00 |
 | Crystalys | 1 | 8.33% | 15.4 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 39:10 | 00:00 | 00:00 |
 | Bracer | 1 | 8.33% | 11.5 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 34:06 | 00:00 | 00:00 |
 | Phase Boots | 1 | 8.33% | 7.7 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 12:29 | 00:00 | 00:00 |
 | Aghanim's Scepter | 3 | 25.00% | 3.8 | 0.00% | -44.44% | 0.00% | 0.00% | 0.00% | 32:54 | 30:22 | 30:22 | 31:55 | 36:24 | 36:24 | 06:02 | 04:28 |